hazard perception training

Training that targets the single skill of detecting and anticipating road hazards: drills, video-based hazard-prediction tasks, commentary driving, and eye-movement training to speed hazard recognition. Scoped to the hazard-perception ability itself, not a full course. Differs from novice_curricula and driver_education_effectiveness, which concern whole driver-education programs, and from in_vehicle_coaching, which gives feedback live while driving rather than in a training exercise.

336 paper(s) · ranked by relevance to this topic

1. A brief pc-based hazard prediction training program improves young novice drivers' hazard perception skills ↗ · 2024 · Kint, Sander Thomas van der et al. · indexed
2. A brief pc-based hazard prediction training program improves young novice drivers hazard perception skills ↗ · 2024 · Kint, Sander Thomas van der et al. · indexed
3. Hazard Perception in Driving: A Systematic Literature Review · 2022 · Cao, Shi et al. · archived
4. Following Expert’s Eyes: Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Young Drivers’ Latent Hazard Anticipation Skills ↗ · 2017 · Yamani, Yusuke et al. · indexed
5. Evaluation of the Effectiveness of a Gaze-Based Training Intervention on Latent Hazard Anticipation Skills for Young Drivers: A Driving Simulator Study · 2018 · Yamani, Yusuke et al. · archived
6. The effects of repetitive presentation of specific hazards on eye movements in hazard perception training, of experienced and young-inexperienced drivers ↗ · 2019 · Kahana-Levy, Naomi et al. · indexed
7. Are what happens next exercises and self-generated commentaries useful additions to hazard perception training for novice drivers? ↗ · 2013 · Wetton, Mark A. et al. · indexed
8. Can Young Drivers Learn to Anticipate Hidden Hazards: A Driving Simulator Study · 2013 · Samuel, Siby et al. · archived
9. Using Situation Awareness as a Measure of Driver Hazard Perception Ability ↗ · 2017 · Katrahmani, Atefeh et al. · indexed
10. Training and Assessing Hazard Perception in High-Risk Occupations: Toward an AI-Driven Adaptive and Immersive Simulation ↗ · 2026 · Tremblay, Sébastien et al. · indexed
11. Watch out for the hazard! Blurring peripheral vision facilitates hazard perception in driving ↗ · 2020 · Ryu, Donghyun et al. · indexed
12. A thousand years of crash experience in three hours: An online hazard perception training course for drivers ↗ · 2021 · Horswill, Mark S. et al. · indexed
13. Long-Term Effects of Hazard Anticipation Training on Novice Drivers Measured on the Open Road ↗ · 2011 · Taylor, Thalia et al. · indexed
14. Commentary driver training: Effects of commentary exposure, practice and production on hazard perception and eye movements ↗ · 2017 · Young, Angela H. et al. · indexed
15. A Review of Hazard Anticipation Training Programs for Young Drivers ↗ · 2015 · McDonald, Catherine C. et al. · indexed
16. Evaluation of an Updated Version of the Risk Awareness and Perception Training Program for Young Drivers · 2017 · Thomas, F. Dennis et al. · archived
17. Effects of Inaccurate Gaze Behavior on Young Drivers’ Hazard Anticipation ↗ · 2019 · Yahoodik, Sarah et al. · indexed
18. Developing and testing the effectiveness of a truck driver hazard anticipation training module: a simulator study ↗ · 2026 · Galal, Alia et al. · indexed
19. Driving Hazard Perception Tests: A Systematic Review. · 2023 · Omran, Yasaman Habibzadeh et al. · archived
20. Improving older drivers' hazard perception ability. ↗ · 2010 · Horswill, Mark S. et al. · indexed
21. Extended Evaluation of Training Programs To Accelerate Hazard Anticipation Skills in Novice Teens Drivers · 2021 · Plumert, Jodie M. et al. · archived
22. Hazard Perception in Driving ↗ · 2016 · Horswill, Mark S. · indexed
23. Prediction and perception of hazards in professional drivers: Does hazard perception skill differ between safe and less-safe fire-appliance drivers? ↗ · 2018 · Crundall, David et al. · indexed
24. EXPERIENCE AND EXPERTISE IN HAZARD PERCEPTION ↗ · 1991 · McKenna, Frank et al. · indexed
25. Modeling response time and hazard identification in a video-based hazard perception test for car drivers ↗ · 2025 · Akshay, T.K. et al. · indexed
26. Modeling response time and hazard identification in a video-based hazard perception test for car drivers ↗ · 2025 · Akshay, T et al. · indexed
27. Formation and Evaluation of Act and Anticipate Hazard Perception Training (AAHPT) Intervention for Young Novice Drivers ↗ · 2013 · Meir, Anat et al. · indexed
28. Commentary training improves responsiveness to hazards in a driving simulator ↗ · 2010 · Crundall, David et al. · indexed
29. How Can On-Road Hazard Perception and Anticipation Be Improved? Evidence From the Body ↗ · 2019 · Tagliabue, Mariaelena et al. · indexed
30. Even highly experienced drivers benefit from a brief hazard perception training intervention ↗ · 2013 · Horswill, Mark S. et al. · indexed
31. Development of a Novice Driver Training Module to Accelerate Driver Perceptual Expertise · 2017 · AAA Foundation for Traffic Safety · archived
32. Driving Hazard Perception Components: A Systematic Review and Meta-Analysis. · 2023 · Habibzadeh, Yasaman et al. · archived
33. The effects of road commentary training on novice drivers' visual search behaviour: a preliminary investigation ↗ · 2013 · Cantwell, Stephen James et al. · indexed
34. Understanding Novice Drivers' Hazard Perception Skills ↗ · 2011 · Chen, Na et al. · indexed
35. Rapid holistic perception and evasion of road hazards · 2019 · Wolfe, Benjamin et al. · archived
36. Effects of age, experience and training on hazard perception ↗ · 2021 · Greenbaum, Dana · indexed
37. Further down the road: The enduring effect of an online training course on novice drivers' hazard perception skill ↗ · 2023 · Horswill, Mark S. et al. · indexed
38. Latent Hazard Anticipation in Young Drivers: Review and Meta-Analysis of Training Studies ↗ · 2018 · Unverricht, James et al. · indexed
39. Road user hazard perception tests: A systematic review of current methodologies ↗ · 2019 · Moran, Caroline et al. · indexed
40. Using Eye Movements to Evaluate a PC-Based Risk Awareness and Perception Training Program on a Driving Simulator ↗ · 2006 · Pollatsek, Alexander et al. · indexed
41. Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard detection and scene perception · 2023 · Song, Jiali et al. · archived
42. Visual Attention and Driving: How to Measure it and How to Train it ↗ · 2014 · Mackenzie, A.K et al. · indexed
43. Evaluating the Effects of Integrated Training on Minimizing Driver Distraction · 2015 · Fisher, Donald et al. · archived
44. Further down the road: The enduring effect of an online training course on novice drivers hazard perception skill ↗ · 2023 · Horswill, Mark S. et al. · indexed
45. Evaluation of PC-Based Novice Driver Risk Awareness · 2008 · Fisher, Donald L. · archived
46. Effects of a Simulation-Based Training Intervention on Novice Drivers' Hazard Handling Performance ↗ · 2010 · Wang, Yanbin et al. · indexed
47. A First Step toward the Understanding of Implicit Learning of Hazard Anticipation in Inexperienced Road Users Through a Moped-Riding Simulator ↗ · 2017 · Tagliabue, Mariaelena et al. · indexed
48. Empirical Evaluation of Hazard Anticipation Behaviors in the Field and on Driving Simulator Using Eye Tracker ↗ · 2007 · Fisher, Donald L. et al. · indexed
49. Characterizing visual attention during driving and non-driving hazard perception tasks in a simulated environment ↗ · 2014 · Mackenzie, Andrew K. et al. · indexed
50. Learner drivers (and their parent-supervisors) benefit from an online hazard perception course incorporating evidence-based training strategies and extensive crash footage ↗ · 2021 · Horswill, Mark S. et al. · indexed
51. A Simulator-Based Evaluation of Two Hazard Anticipation Training Programs for Novice Drivers · 2020 · AAA Foundation for Traffic Safety · archived
52. Using fuzzy signal detection theory to determine why experienced and trained drivers respond faster than novices in a hazard perception test ↗ · 2007 · Wallis, Thomas S.A. et al. · indexed
53. Identifying and remedying failures of hazard anticipation in novice drivers ↗ · 2021 · Yamani, Yusuke et al. · indexed
54. Detection or Appraisal – Do Their Eye Movements Reveal What Causes Novices’ Poor Performance in a Dynamic Hazard Perception Test? ↗ · 2022 · Malone, Sarah et al. · indexed
55. The development and validation of two complementary measures of drivers’ hazard perception ability ↗ · 2010 · Wetton, M.A. et al. · indexed
56. Does anticipation training affect drivers' risk taking? ↗ · 2006 · McKenna, Frank P. et al. · indexed
57. Can driver education be improved by computer based training of cognitive skills? ↗ · 2013 · Petzoldt, Tibor et al. · indexed
58. Risk Perception Training for Novice Drivers ↗ · 2006 · Pradhan, Anuj K. et al. · indexed
59. CH-LSTTM: A Taxonomy of Traffic Hazards · 2024 · Yan, Song et al. · archived
60. Eye movements and hazard perception in active and passive driving ↗ · 2015 · Mackenzie, Andrew K. et al. · indexed
61. Accelerating Teen Driver Learning: Anywhere, Anytime Training · 2017 · AAA Foundation for Traffic Safety · archived
62. A brief office-based hazard perception intervention for drivers with ADHD symptoms ↗ · 2010 · Poulsen, Anne A. et al. · indexed
63. Factors Influencing Motorcycle Crash Risk and Accident Prediction Ability: The Role of Hazard Perception Training in Thailand ↗ · 2026 · INMOR, Thanchanok et al. · indexed
64. A novel driving assessment combining hazard perception, hazard prediction and theory questions ↗ · 2021 · Crundall, David et al. · indexed
65. Cognitive and Psychomotor Correlates of Hazard Perception Ability and Risky
 Driving ↗ · 2011 · Sümer, Nebi · indexed
66. Evaluation of the effectiveness of a multi-skill program for training younger drivers on higher cognitive skills ↗ · 2016 · Yamani, Yusuke et al. · indexed
67. Training for the unexpected: Enhancing driver preparedness through hazard awareness. A 15-year cohort study ↗ · 2026 · Kuipers, Jorrit et al. · indexed
68. Hazard prediction discriminates between novice and experienced drivers ↗ · 2016 · Crundall, David · indexed
69. What happens next? Predicting other road users' behaviour as a function of driving experience and processing time ↗ · 2009 · Jackson, Lyn et al. · indexed
70. Field Evaluation of a Risk Awareness and Perception Training Program for Younger Drivers ↗ · 2006 · Pradhan, Anuj K. et al. · indexed
71. Designing a Driver’s Hazard Perception Test Based on the Neural Brain Images Analysis (fMRI) ↗ · 2022 · Gharib, Seifollah et al. · indexed
72. Hazard perception training effectiveness on experienced drivers: decay of improvement in the follow-up ↗ · 2023 · Endriulaitienė, Auksė et al. · indexed
73. The longer-term effects of a brief hazard perception training intervention in older drivers. ↗ · 2015 · Horswill, Mark S. et al. · indexed
74. Comparison of Trained and Untrained Novice Drivers’ Gaze Behavior in Risky and Non-Risky Scenarios ↗ · 2007 · Pradhan, Anuj et al. · indexed
75. Visual motion perception predicts driving hazard perception ability ↗ · 2012 · Lacherez, Philippe et al. · indexed
76. Some hazards are more attractive than others: Drivers of varying experience respond differently to different types of hazard ↗ · 2012 · Crundall, David et al. · indexed
77. Attentional Control in Young Drivers: Does Training Impact Hazard Anticipation in Dynamic Environments? ↗ · 2020 · Yahoodik, Sarah et al. · indexed
78. Hazard Anticipation of Novice and Experienced Drivers ↗ · 2007 · Garay-Vega, Lisandra et al. · indexed
79. The effect of performance feedback on drivers’ hazard perception ability and self-ratings ↗ · 2017 · Horswill, Mark S. et al. · indexed
80. Visual Scanning Training for Older Drivers: A Literature Review · 2018 · Lococo, Kathy H. et al. · archived
81. An online hazard prediction test demonstrates differences in the ability to identify hazardous situations between different driving groups ↗ · 2022 · Ventsislavova, Petya et al. · indexed
82. Detecting Transfer of Training Through Simulator Scenario Design: A Novice 
Driver Training Study ↗ · 2011 · Allen, Wade et al. · indexed
83. Assessment of Hazard Perception Latencies Using Real Life and Animated Traffic Hazards: Comparison of Novice and Experienced Drivers ↗ · 2007 · Sümer, Nebi et al. · indexed
84. Investigating the Effect of a Visual Search Task for Simulator-Based Driver Training ↗ · 2013 · van Leeuwen, P M et al. · indexed
85. Evaluation of Hazard Perception Skills of Young Drivers ↗ · 2021 · Sappl, Hannes · indexed
86. A hazard perception test for novice drivers ↗ · 2010 · Scialfa, Charles T. et al. · indexed
87. Does the use of a head mounted display increase the success of risk awareness and perception training (RAPT) for drivers? ↗ · 2020 · Madigan, Ruth et al. · indexed
88. Adapting hazard perception testing to the Czech driving context: a comparison of hazard perception paradigms in differentiating driver experience and collision history ↗ · 2026 · Ventsislavova, Petya et al. · indexed
89. Are driving simulators effective tools for evaluating novice drivers’ hazard anticipation, speed management, and attention maintenance skills? ↗ · 2010 · Chan, Elsa et al. · indexed
90. The development and validation of a hazard perception test for use in driver licensing ↗ · 2011 · Wetton, Mark A. et al. · indexed
91. Age, skill, and hazard perception in driving ↗ · 2010 · Borowsky, Avinoam et al. · indexed
92. Road Hazard Stimuli: Annotated naturalistic road videos for studying hazard and scene perception ↗ · 2023 · Song, Jiali et al. · indexed
93. Transfer and Retention: A Systematic Exploration of the Effect of a Driver Attention Training Program ↗ · 2022 · Glassman, Jeffrey E. et al. · indexed
94. Simulator Evaluation of an Integrated Road Safety Training Program ↗ · 2014 · Yamani, Yusuke et al. · indexed
95. Training Novice Drivers to Shorten Distraction Time [Traffic Tech] · 2010 · NHTSA · archived
96. Hazard perception in driving style based on virtual reality technology ↗ · 2022 · He, Wu et al. · indexed
97. Age, Skill and Hazard Perception in Driving ↗ · 2007 · Borowsky, Avinoam et al. · indexed
98. The Effects of PC-Based Training on Novice Drivers' Risk Awareness in a Driving Simulator ↗ · 2005 · Pradhan, Anuj K et al. · indexed
99. The Development of a Cognitive Skills Training to Support Driver Education – Comparing Performance of Experienced and Trained Learner Drivers ↗ · 2013 · Petzoldt, Tibor et al. · indexed
100. Motorcycling experience and hazard perception ↗ · 2013 · Crundall, David et al. · indexed
101. Computer Training Program Improves Teen Drivers’ Attention to the Road [Traffic Tech] · 2011 · NHTSA · archived
102. Intelligent Assessment and Training of Hazard Perception for Human Drivers and Autonomous Vehicles Using Deep Reinforcement Learning and Hierarchical Clustering ↗ · 2024 · Bizhe, Navid et al. · indexed
103. Evaluation of a Training Intervention to Improve Novice Drivers’ Hazard Mitigation When Approaching Left Turn Scenarios ↗ · 2019 · Muttart, Jeffrey W. et al. · indexed
104. Do Crashes and near Crashes in Simulator-Based Training Enhance Novice Drivers’ Visual Search for Latent Hazards? · 2011 · Vlakveld, Willem et al. · archived
105. Effects of higher-order driving skill training on young, inexperienced drivers’ on-road driving performance ↗ · 2011 · Isler, Robert B. et al. · indexed
106. Training perceptual-cognitive abilities improves simulated driving performance ↗ · 2023 · Michaels, Jesse et al. · indexed
107. The effects of driving experience on responses to a static hazard perception test ↗ · 2012 · Scialfa, Charles T. et al. · indexed
108. Field and Simulator Evaluations of a PC-Based Attention Maintenance Training Program · 2011 · Thomas, F. Dennis et al. · archived
109. The influence of cognitive distractions and driving experience on hazard perception performance ↗ · 2025 · Sun, Meng et al. · indexed
110. An Investigation on the Influence of Operation Experience on Virtual Hazard Perception Using Wearable Eye Tracking Technology ↗ · 2022 · Li, Siyu et al. · indexed
111. Risk-ATTEND (Risk Anticipation Training to Enhance Novice Driving): Pilot Evaluation of a Risk Anticipation Training Program for Teen Drivers ↗ · 2023 · Pamarthi, Jaji et al. · indexed
112. Interactive PowerPoint Training to Improve Safety Driver Awareness while Operating a Transit Vehicle Equipped with Driving Automation Features · 2023 · King, Savana et al. · archived
113. Creating a hazard-based training and assessment tool for emergency response drivers ↗ · 2020 · Kroll, Victoria et al. · indexed
114. Reinforcement-Based Head Scan Training for Drivers With Homonymous Visual Field Loss: Improves Blind-Side Detection. ↗ · 2026 · Toh, YN et al. · indexed
115. Understanding driver performance variability and perception of risk : driver hazard perception research plan · 1998 · Lerner, N. et al. · archived
116. Visual Scanning Training for Older Drivers [Traffic Tech] · 2022 · Staplin, L. et al. · archived
117. Optimize the Work Zone Safety with Spatial Information Technology and Eye Tracker · 2022 · Liu, Peng et al. · archived
118. Hazard Warning Systems to Improve Young Distracted Drivers’ Hazard Perception Skills ↗ · 2020 · Arslanyilmaz, Abdurrahman · indexed
119. Specialized Driver Training: Elevating Defensive Driving from a Simple Awareness to a Proactive, Crash-Free Reality ↗ · 2004 · Meade, D. et al. · indexed
120. Effectiveness of Training Interventions on the Hazard Anticipation for Young Drivers Differing in Sensation Seeking Behavior ↗ · 2017 · Zhang, Tingru et al. · indexed
121. Detection of Road Hazards by Novice Teen and Experienced Adult Drivers ↗ · 2008 · Lee, Suzanne E. et al. · indexed
122. Effects of Cognitive, Simulator, and Real-World Training on Novice Driver Gaze Behaviour: A Pre–Post Study ↗ · 2026 · Lawrence, Prem Sudhakar et al. · indexed
123. The effect of dual training on the hazard response and attention allocation of novice drivers ↗ · 2024 · Huang, Chunxi et al. · indexed
124. Evaluation of a Training Intervention to Improve Novice Drivers’ Hazard Mitigation Behavior on Curves ↗ · 2017 · Muttart, Jeffrey W et al. · indexed
125. Study on Hazard Perception of Malaysian Drivers ↗ · 2014 · Syed Shazali, Syed Tarmizi et al. · indexed
126. What happens when drivers face hazards on the road? ↗ · 2016 · Ventsislavova, Petya et al. · indexed
127. Hazard Detection Prediction Model for Rural Roads Based on Hazard and Environment Properties · 2018 · Asadamraji, Morteza et al. · archived
128. Drivers’ perception of vulnerable road users: A hazard perception approach ↗ · 2012 · Borowsky, Avinoam et al. · indexed
129. The Effect of Simulated Cataracts on Drivers’ Hazard Perception Ability ↗ · 2008 · Marrington, Shelby A. et al. · indexed
130. The crash involvement of older drivers is associated with their hazard perception latencies ↗ · 2010 · HORSWILL, MARK S. et al. · indexed
131. Drivers' Assessment of Hazard Perception ↗ · 2019 · Barragan, Daniela et al. · indexed
132. Using Eye-Tracking Technology to Compare Hazard Detection on the Road Versus a Driving Simulator at Night Across Two Age Groups ↗ · 2020 · Leonardo, Juliette et al. · indexed
133. Pupil response as an indicator of hazard perception during simulator driving ↗ · 2017 · Kübler, Thomas Christian et al. · indexed
134. Exploring hazard anticipation and stress while driving in light of defensive behavior theory · 2023 · Kerautret, Laora et al. · archived
135. Effects of Hazard Types on Hazard Perception and Decision-Making Among Adolescent Bicyclists: Results of a Hazard Prediction Task ↗ · 2026 · Guo, Jiatong et al. · indexed
136. Hazard perception test for pedestrians ↗ · 2015 · Rosenbloom, Tova et al. · indexed
137. Dual-target hazard perception: Could identifying one hazard hinder a driver’s capacity to find a second? ↗ · 2019 · Sall, Robert J. et al. · indexed
138. Risk Awareness and Perception Training Using VR Headsets: The Validation of VR Headsets to Measure Hazard Anticipation Behaviors · 2019 · Fitzpatrick, Cole et al. · archived
139. Exploring the effects of driving experience on hazard awareness and risk perception via real-time hazard identification, hazard classification, and rating tasks ↗ · 2013 · Borowsky, Avinoam et al. · indexed
140. Towards the Validation of a Driving Simulator-Based Hazard Response Test for Novice Drivers · 2015 · Hirsch, Pierro et al. · archived
141. How are distractibility and hazard prediction in driving related? Role of driving experience as moderating factor ↗ · 2019 · Castro, Candida et al. · indexed
142. Hazard perception in novice and experienced drivers: The effects of sleepiness · 2009 · Smith, Simon S. et al. · archived
143. The Development and Validation of a Hazard Perception Test for Thai Drivers ↗ · 2019 · Manley, Harry et al. · indexed
144. Comparison of Anticipatory Glancing and Risk Mitigation of Novice Drivers and Exemplary Drivers when Approaching Curves ↗ · 2013 · Muttart, Jeffrey W et al. · indexed
145. Hazard perception test development for Lithuanian drivers ↗ · 2019 · Tūskė, Vaida et al. · indexed
146. Driver training: a perceptual-motor skill approach ↗ · 1982 · Lewin, Isaac · indexed
147. Hazard Perception and Prediction test for walking, riding a bike and driving a car: “Understanding of the global traffic situation” ↗ · 2020 · Castro, Candida et al. · indexed
148. Comparison of Self-Reported and Computer-Based Hazard Perception Skills Among Novice and Experienced Drivers ↗ · 2007 · Sümer, Nebi et al. · indexed
149. Visual attention in realistic driving situations: Attentional capture and hazard prediction ↗ · 2021 · Muela, Ismael et al. · indexed
150. Visual attention and the transition from novice to advanced driver ↗ · 2007 · Underwood, G. · indexed
151. Can Three-Dimensional Multiple Object Tracking Training Be Used to Improve Simulated Driving Performance? A Pilot Study in Young and Older Adults · 2023 · Michaels, Jesse et al. · archived
152. Analysis of hazard perception characteristics based on driving behavior considering overt and covert hazard scenarios ↗ · 2022 · Wei, Tianzheng et al. · indexed
153. Effect of Speed of Processing Training on Older Driver Screening Measures ↗ · 2017 · Eramudugolla, Ranmalee et al. · indexed
154. The effects of focused attention training on the duration of novice drivers' glances inside the vehicle ↗ · 2011 · Pradhan, A.K. et al. · indexed
155. Identifying novice drivers in need of hazard perception ability improvement for takeover performance ↗ · 2024 · Weng, Shixuan et al. · indexed
156. Learning game for training child bicyclists’ situation awareness ↗ · 2017 · Lehtonen, Esko et al. · indexed
157. Effects of Hazard Perception Training on Driving Behavior: An fNIRS-Based Assessment ↗ · 2024 · Zou, Xiaochuan et al. · indexed
158. Attention maintenance training: Are young drivers getting better or being more strategic? ↗ · 2019 · Unverricht, James et al. · indexed
159. The perception of hazard I. Hazard analysis and the contribution of visual search to hazard perception ↗ · 1979 · BLIGNAUT, C. J. H. · indexed
160. Hazard Detection in Driving Simulation using Deep Learning ↗ · 2021 · Pawar, Piyush et al. · indexed
161. Assessing the Impact of “Brain Training” on Changes in Driving Performance, Visual Behavior, and Neuropsychological Measures · 2013 · Dobres, Johnathon et al. · archived
162. Speed-of-Processing and Driving Simulator Training Result in Improved Driving Performance ↗ · 2003 · Roenker, Daniel L. et al. · indexed
163. Booster Dose of Attention Training Program for Young Novice Drivers: A Longitudinal Driving Simulator Evaluation Study ↗ · 2024 · Glassman, Jeffrey et al. · indexed
164. Toward Real-Time Estimation of Driver Situation Awareness: An Eye-tracking Approach based on Moving Objects of Interest ↗ · 2020 · Kim, Hyungil et al. · indexed
165. Hazard perception of stroke drivers in a video-based Japanese hazard perception task ↗ · 2019 · Sasaki, Tsutomu et al. · indexed
166. Hazard perception and driving experience among novice drivers ↗ · 2006 · Sagberg, Fridulv et al. · indexed
167. Correction: Effects of hazard types on drivers' risk rating and hazard response in a video-based hazard perception task ↗ · 2019 · Staff, The PLOS ONE · indexed
168. Effects of hazard types on drivers’ risk rating and hazard response in a video-based hazard perception task ↗ · 2019 · Sun, Long et al. · indexed
169. Does advanced driver training improve situational awareness? ↗ · 2009 · Walker, Guy H. et al. · indexed
170. The Evaluation of Traditional and Early Driver Training With Simulated Accident Scenarios · 2011 · Damm, Loïc et al. · archived
171. Visual attention and driving behavior of male autistic individuals while encountering driving hazards: A driving simulator study ↗ · 2026 · Mamo, Wondwesen Girma et al. · indexed
172. A Driver Training Platform Prototype Based on Distributed Simulation ↗ · 2008 · Wang, Yanbin et al. · indexed
173. Does familiarity breed competence or contempt? Effects of driver experience, road type and familiarity on hazard perception ↗ · 2019 · Beanland, Vanessa et al. · indexed
174. Computer-based hazard perception test scores are associated with the frequency of heavy braking in everyday driving ↗ · 2019 · Hill, Andrew et al. · indexed
175. Novice Driver Simulation Training Potential for Improving Hazard Perception and Self-Confidence While Lowering Speeding Risk Attitudes for Young Males ↗ · 2015 · Park, George D et al. · indexed
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177. Hazard Perception and Distraction in Novice Drivers: Effects of 12 Months 
Driving Experience ↗ · 2011 · Pradhan, Anuj et al. · indexed
178. A method to enhance drivers' hazard perception at night based on KAP theory ↗ · 2024 · Zhou, Bin et al. · indexed
179. Driver Simulation-Based Training of Heavy Vehicle Operators: Targeted Task Analysis and Considerations for Training Design ↗ · 2013 · Mitsopoulos-Rubens, Eve et al. · indexed
180. Do Expert Gaze Patterns Causally Improve Lap Times in Circuit Driving? ↗ · 2026 · Yasuda, Hiroshi et al. · indexed
181. Driving With Hemianopia VII: Predicting Hazard Detection With Gaze and Head Scan Magnitude ↗ · 2021 · Swan, Garrett et al. · indexed
182. Predicting Older Adults’ On-Road Driving Performance ↗ · 2013 · Ross, Rachel W et al. · indexed
183. Hazard Cuing Systems for Teen Drivers: A Test-Track Evaluation on Mcity ↗ · 2019 · Zhang, Yu et al. · indexed
184. Can a video-based hazard perception test used for driver licensing predict crash involvement? ↗ · 2015 · Horswill, Mark S. et al. · indexed
185. Working memory capacity, visual attention and hazard perception in driving. ↗ · 2016 · Wood, G. et al. · indexed
186. Impact of VR headset-based training on drivers’ hazard avoidance and mental models when driving with ADAS ↗ · 2026 · Pai, Ganesh et al. · indexed
187. The Effect of Active Versus Passive Training Strategies on Improving Older Drivers’ Scanning in Intersections ↗ · 2009 · Romoser, Matthew R. E. et al. · indexed
188. Driving Experience and the Functional Field of View ↗ · 1999 · Crundall, David et al. · indexed
189. Maintaining foveal fixation during a peripheral detection task ↗ · 2016 · Fotios, S et al. · indexed
190. The perception of pedestrians from the perspective of elderly experienced and experienced drivers ↗ · 2011 · Bromberg, Shani et al. · indexed
191. CURRENT APPROACHES TO DRIVER SAFETY TRAINING ↗ · 1965 · McKnight, A. James et al. · indexed
192. Video Test to Evaluate Detection Performance of Drivers with Hemianopia: Preliminary Results ↗ · 2013 · Bowers, Alex R et al. · indexed
193. The Effect of a Concussion on the Hazard Anticipation Ability in Teen Drivers ↗ · 2019 · Katrahmani, Atefeh et al. · indexed
194. Training for Healthy Older Drivers [Traffic Tech] · 2013 · NHTSA · archived
195. Hazard perception in older drivers ↗ · 2012 · Scialfa, Charles T. et al. · indexed
196. A Quantitative Method of Assessing the Hazard Perception of Drivers in Human-Machine Codriving Vehicles ↗ · 2024 · Feng, Zhongxiang et al. · indexed
197. ‘I didn't see that coming’: simulated visual fields and driving hazard perception test performance ↗ · 2016 · Glen, Fiona C et al. · indexed
198. Training for Attentional Control in Novice Car Drivers: A Simulator Study ↗ · 1998 · Regan, Michael A. et al. · indexed
199. Effectiveness of visual warnings on young drivers hazard anticipation and hazard mitigation abilities ↗ · 2018 · Hajiseyedjavadi, Foroogh et al. · indexed
200. Effects of sleep deprivation and hazard types on the hazard perception of young novice drivers: An ERP study ↗ · 2024 · Sun, Long et al. · indexed
201. Fuzzy Synthetic Evaluation on Driver's Hazard Perception ↗ · 2014 · Cheng, Ying et al. · indexed
202. Training Techniques for Visual Search in Complex Task Environments ↗ · 2017 · Guznov, Svyatoslav et al. · indexed
203. Functional Visual Field Reduction Under Conditions of High Cognitive Load - Evidence from the Hazard Perception Test ↗ · 2024 · Ouzia, Julia et al. · indexed
204. The Effect of Sight Distance Training on the Visual Scanning of Motorcycle Riders: A Preliminary Look · 2013 · Smith, Terry et al. · archived
205. A deep reinforcement learning framework for achieving super-human hazard perception in autonomous driving agents ↗ · 2024 · Bizhe, Navid et al. · indexed
206. Drivers' and non-drivers' performance in a change detection task with static driving scenes: is there a benefit of experience? ↗ · 2014 · Zhao, Nan et al. · indexed
207. Railway drivers’ physiological responses to typical hazardous scenarios: differences between professional drivers and student drivers ↗ · 2026 · Guo, Zizheng et al. · indexed
208. Comparing Young and Old Adults’ Night Hazard Detection With Driving Simulation and on Road ↗ · 2021 · Dickerson, Anne et al. · indexed
209. Effects of a PC-Based Attention Maintenance Training Program on Driver Behavior Can Last Up to Four Months: Simulator Study ↗ · 2016 · Divekar, Gautam et al. · indexed
210. Effects of hazard type and confidence level on hazard perception in young male drivers: an ERP study ↗ · 2024 · Sun, Long et al. · indexed
211. Attentional Differences in a Driving Hazard Perception Task in Adults with Autism Spectrum Disorders ↗ · 2016 · Sheppard, Elizabeth et al. · indexed
212. Reducing Older Driver Crashes: Technology, Training and Livable Communities · 2015 · Romoser, Matthew R. E. et al. · archived
213. Eye movements and hazard perception in police pursuit and emergency response driving. ↗ · 2003 · Crundall, David et al. · indexed
214. The Pilot Study of the Hazard Perception Test for Evaluation of the Driver’s Skill Using Virtual Reality ↗ · 2021 · Sawada, Tatsunori et al. · indexed
215. Visual Skills in Airport-Security Screening ↗ · 2004 · McCarley, Jason S. et al. · indexed
216. Effects of hazard type and confidence level on hazard perception in young male drivers: an ERP study ↗ · 2024 · Sun, Long et al. · indexed
217. Risky Decision-Making and Hazard Prediction are Negatively Related and Could Be Assessed Independently Using Driving Footage ↗ · 2021 · Castro, Candida et al. · indexed
218. Evaluation of the Safety Benefits of the Risk Awareness and Perception Training Program for Novice Teen Drivers · 2016 · Thomas, F. Dennis et al. · archived
219. You look familiar: Learner driver hazard identification on familiar and unfamiliar roads ↗ · 2019 · Wynne, Rachael A. et al. · indexed
220. Drivers’ hazard perception analysis based on logistic regression and Cochran–Mantel–Haenszel test ↗ · 2016 · Li, Haoran et al. · indexed
221. Effects of a Computer-Based Training Module on Drivers’ Willingness to Engage in Distracting Activities ↗ · 2009 · Horrey, William J. et al. · indexed
222. Can unreliable auditory hazard warnings help the driver? The effect of timing errors and false alarms on road hazard detection in dynamic road scenes · 2026 · Song, Jiali et al. · archived
223. Minding the Gap: Effects of an Attention Maintenance Training Program on Driver Calibration ↗ · 2020 · Unverricht, James et al. · indexed
224. The Development of a Cognitive Skills Training to Support Driver Education: Experimental Validation of Theoretical Underpinnings ↗ · 2011 · Petzoldt, Tibor et al. · indexed
225. Pilot Test for the Relationship between Drivers’ Hazard Perception Ability and Cognitive Traits of Empathizing-Systemizing ↗ · 2019 · Danno, Mikio · indexed
226. Towards a conceptual model of motorcyclists’ Risk Awareness: A comparative study of riding experience effect on hazard detection and situational criticality assessment ↗ · 2012 · Bellet, Thierry et al. · indexed
227. Effects of Speed of Visual Processing Training upon Non-Visual Attention in "At-Risk" Older Drivers · 2001 · Skaar, Nicole et al. · archived
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229. Progression of hazard perception knowledge, licensure status and driving experience among teen drivers ↗ · 2014 · Bonfiglio, Dana J. et al. · indexed
230. A simulator study investigating how motorcyclists approach side-road hazards ↗ · 2013 · Crundall, Elizabeth et al. · indexed
231. Traffic-rule Switching Impairs Hazard Perception and Avoidance, But Collision Warnings Partly Compensate: Evidence from Driving Simulation and Eye Tracking ↗ · 2026 · Fu, Lixin et al. · indexed
232. The Role of Simulation in a Staged Learning Model for Novice Driver Situational Awareness Training ↗ · 2001 · Staplin, Loren et al. · indexed
233. Changes of Driving Performance and Gaze Behavior of Novice drivers During a 30-min Simulator-based Training ↗ · 2015 · van Leeuwen, P.M. et al. · indexed
234. The Effect of Sight Distance Training on the Visual Scanning of Motorcycle Riders: A Preliminary Look [Traffic Tech] · 2013 · NHTSA · archived
235. Hazard detection with monocular bioptic telescopes in a driving simulator ↗ · 2018 · Tang, Xiaolan et al. · indexed
236. Game-based situation awareness training for child and adult cyclists ↗ · 2017 · Lehtonen, Esko et al. · indexed
237. Effects of subjective driving workload on hazard perception performance in older drivers: A driving simulation study ↗ · 2025 · Zhou, Yiwen et al. · indexed
238. Cognitive Function Training System Using Game-Based Design for Elderly Drivers ↗ · 2016 · Hiraoka, Toshihiro et al. · indexed
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241. Situation Awareness Training for General Aviation Pilots using Eye Tracking ↗ · 2016 · Muehlethaler, Céline M. et al. · indexed
242. The Trainer Project: Matching Training Curricula to Drivers Real Needs Using Multimedia Tools · 2001 · Herregods, Daniel et al. · archived
243. Hazard Perception Skill and Driver Behavior in Patients With Functional Neurologic Disorders ↗ · 2023 · Lagrand, Tjerk J. et al. · indexed
244. Using Eye Movements To Evaluate Effects of Driver Age on Risk Perception in a Driving Simulator ↗ · 2005 · Pradhan, Anuj Kumar et al. · indexed
245. Driving With Hemianopia VI: Peripheral Prisms and Perceptual-Motor Training Improve Detection in a Driving Simulator ↗ · 2018 · Houston, Kevin E. et al. · indexed
246. Metacognitive Strategy Training Improves Driving Situation Awareness ↗ · 2009 · Soliman, Abdrabo Moghazy et al. · indexed
247. Research on Specific Eye Movement Mode of Qualified Railway Driver ↗ · 2019 · Sun, Chenzhe et al. · indexed
248. Comparing the Driving Safety Benefits of Brain Fitness Training Programs for Older Drivers ↗ · 2016 · Antin, Jonathan Frank et al. · indexed
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250. BEI's Driver Skill Enhancement Program (D-SEP): Brief Review of Experimental Mini-Program and Conclusions ↗ · 2001 · Bogdonoff, Seymour M · indexed
251. Interruption and Reorientation Effects of a Situation Awareness Probe on Driving Hazard Anticipation ↗ · 2004 · McGowan, Alastair et al. · indexed
252. A comparison of cybersickness symptoms across 360-degree hazard perception and hazard prediction tests for drivers ↗ · 2021 · Goodge, Thomas et al. · indexed
253. Young Adults With Developmental Coordination Disorder Adopt a Different Visual Strategy During a Hazard Perception Test for Cyclists ↗ · 2021 · Warlop, Griet et al. · indexed
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255. Using Scanpaths as a Learning Method for a Conflict Detection Task of Multiple Target Tracking ↗ · 2014 · Kang, Ziho et al. · indexed
256. Investigation of Driving Hazard Perception of Stroke Survivors ↗ · 2021 · Aran, Orkun et al. · indexed
257. Formation of professional skills the system of driver training ↗ · 2021 · Ageev, Evgeny et al. · indexed
258. Eye tracking for assessment of situational awareness in bridge resource management training ↗ · 2020 · Atik, Oguz · indexed
259. Car Driving Performance in Hemianopia: An On-Road Driving Study ↗ · 2014 · de Haan, Gera A. et al. · indexed
260. Development and Effectiveness Verification of the Contextual Hazard Perception Test for Skiing ↗ · 2025 · Liu, Yuanguo et al. · indexed
261. The use of a homogeneity measure to identify hazard perception abilities of novices and experienced drivers in a driving simulator ↗ · 2012 · Yona, Omri et al. · indexed
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263. Design of Gaze Evaluation System in Driving Using Eye Tracking and Object Detection ↗ · 2025 · Thakulla, Jagat et al. · indexed
264. Measuring the Applicability of Intersection-Based Older Driver Training Programs ↗ · 2020 · Schneider, Craig A. et al. · indexed
265. Hazard Perception, Presence, and Simulation Sickness—A Comparison of Desktop and Head-Mounted Display for Driving Simulation ↗ · 2021 · Malone, Sarah et al. · indexed
266. Three-dimensional multiple object tracking improves young adult cognitive abilities associated with driving: evidence for transfer to the useful field of view ↗ · 2022 · Michaels, Jesse et al. · indexed
267. Brain Function Analysis of Watching an Automobile Driving Hazard Prediction Video: fNIRS Study of the Prefrontal Cortex · 2021 · KIMURA, Naotoshi et al. · archived
268. Effects of a Speed-of-Processing Intervention on Driving Performance: The ACCELERATE Study ↗ · 2001 · Ball, Karlene et al. · indexed
269. Improved Perception of Motorcycles by Simulator-Based Driving Education ↗ · 2022 · Eichberger, Arno et al. · indexed
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271. Older driver training programs: A systematic review of evidence aimed at improving behind-the-wheel performance ↗ · 2019 · Sangrar, Ruheena et al. · indexed
272. Effectiveness of Visual Collision Warning Alerts on Young Drivers’ Latent Hazard Anticipation ↗ · 2017 · Hajiseyedjavadi, Foroogh et al. · indexed
273. The Mediating Role of Inattentional Blindness Between Risk Propensity and Risk Perception: An Eye-Tracking Study in Confined Spaces ↗ · 2026 · Yu, Peilun et al. · indexed
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275. Can Stroboscopic Training Improve Judgments of Time-to-Collision? ↗ · 2019 · Braly, Adam M. et al. · indexed
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277. Measuring Construction Workers’ Real-Time Situation Awareness Using Mobile Eye-Tracking ↗ · 2016 · Hasanzadeh, Sogand et al. · indexed
278. Methodology of application of programmed training in the system of professional training of drivers ↗ · 2020 · Ageev, Evgeny et al. · indexed
279. Exploring the Schema of Attention and Search Strategy in Different Levels of Situation Awareness under Fall Hazard Conditions ↗ · 2024 · Luo, Yanfang et al. · indexed
280. Can unreliable auditory hazard warnings help the driver? The effect of timing errors and false alarms on road hazard detection in dynamic road scenes. ↗ · 2026 · Song, Jiali et al. · indexed
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284. The Effect of Brief Situational Awareness Training in a Police Shooting Simulator: An Experimental Study ↗ · 2006 · Saus, Evelyn-Rose et al. · indexed
285. Low-Cost PC-Simulation Technology Applied to Novice Driver Training ↗ · 2001 · Allen, R Wade et al. · indexed
286. Effects of training on truck drivers’ interaction with cyclists in a right turn ↗ · 2020 · Kircher, Katja et al. · indexed
287. Improving Truck Driver and Vulnerable Road User Interactions Through Driver Training: An Interview Study With Canadian Stakeholders ↗ · 2023 · Galal, Alia et al. · indexed
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293. Comparison Between Scene-Independent and Scene-Dependent Eye Metrics in Assessing Psychomotor Skills ↗ · 2024 · Deng, Shiyu et al. · indexed
294. Assessing Construction Near-Miss Detection Proficiency for Workers Under Stressor Conditions Using Psychophysiological Measures: An Eye-Tracking Investigation ↗ · 2025 · Muley, Shashank et al. · indexed
295. Enhancing Cognitive Function Using Perceptual-Cognitive Training ↗ · 2014 · Parsons, Brendan et al. · indexed
296. Compensatory strategies following visual search training in patients with homonymous hemianopia: an eye movement study · 2010 · Mannan, Sabira K. et al. · archived
297. Saccadic visual search training: a treatment for patients with homonymous hemianopia ↗ · 2004 · Pambakian, A L M · indexed
298. Modulation of Spatial Attentional Allocation by Computer-Based Cognitive Training during Lacrosse Shooting Performance ↗ · 2018 · Hirao, Takahiro et al. · indexed
299. Assessing Laparoscopic Surgical Skills of Trainees with Scene Independent and Dependent Eye Gaze Metrics ↗ · 2023 · Deng, Shiyu et al. · indexed
300. PW 2917 Learning from off road accident – off road safe driving in KOC ↗ · 2018 · Shaikh, Mazharuddin et al. · indexed
301. Enhancing Cognition with Video Games: A Multiple Game Training Study · 2013 · Oei, Adam et al. · archived
302. Leveling Up: Using the Tracer Method to Address Training Needs for Esports Players ↗ · 2020 · Roose, Kaitlyn M. et al. · indexed
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313. Eye-tracking analysis for situation awareness of incontinence pad changing during older adult nursing training: An observational study ↗ · 2024 · Sugimoto, Masahiro et al. · indexed
314. Analyzing Visual Attention of People with Intellectual Disabilities during Virtual Reality-Based Job Training ↗ · 2021 · Hong, Sungjin et al. · indexed
315. Trained-feature specific offline learning in an orientation detection task ↗ · 2018 · Tamaki, Masako et al. · indexed
316. Examining an Improved Pilot Training Program for TCAS ↗ · 2013 · Fleming, Elizabeth S. et al. · indexed
317. Effects of the Attention Training Technique on Brain Activity in Healthy University Students Assessed by EEG Source Imaging ↗ · 2022 · Usui, Kaori et al. · indexed
318. The Attentional Bias Modification Approach to Anxiety Intervention ↗ · 2015 · MacLeod, Colin et al. · indexed
319. When the attention control condition works: A systematic review of attention control training for posttraumatic stress disorder ↗ · 2024 · Clauss, Kate et al. · indexed
320. Training attention control of very preterm infants: protocol for a feasibility study of the Attention Control Training (ACT) ↗ · 2020 · Perra, Oliver et al. · indexed
321. Assessing the feasibility of a classroom-based visual attention training program targeting academics for students with extremely low IQ ↗ · 2021 · Archambault, Catherine et al. · indexed
322. Very preterm infants engage in an intervention to train their control of attention: results from the feasibility study of the Attention Control Training (ACT) randomised trial ↗ · 2021 · Perra, Oliver et al. · indexed
323. Nigral 6-hydroxydopamine lesion impairs performance in a lateralised choice reaction time task—Impact of training and task parameters ↗ · 2014 · Lindgren, Hanna S. et al. · indexed
324. Effects of speed, agility and quickness training programme on cognitive and physical performance in preadolescent soccer players ↗ · 2022 · Trecroci, Athos et al. · indexed
325. Effects of speed, agility and quickness training programme on cognitive and physical performance in preadolescent soccer players ↗ · 2022 · Trecroci, Athos et al. · indexed
326. Spatial exploration strategy training for spatial neglect: A pilot study ↗ · 2020 · Toglia, Joan et al. · indexed
327. Mindfulness Training in Military Settings: Emerging Evidence and Best-Practice Guidance ↗ · 2025 · Jha, Amishi P. et al. · indexed
328. Assessing the Impact of a Virtual Reality Cognitive Intervention on Tennis Performance in Junior Tennis Players: Pilot Study ↗ · 2025 · Anguera, Joaquin A et al. · indexed
329. A Comparison of the Effects of “Computerized Cognitive Rehabilitation Game of Attention and Memory” and “Practical Games of Attention” on Sustained Attention, Response Inhibition, Reading Speed, and Accuracy of Reading in Students with Specific Learning Disability of Dyslexia ↗ · 2022 · Drikvand, Mohammad et al. · indexed
330. Plastic neural changes and reading improvement caused by audiovisual training in reading-impaired children ↗ · 2001 · Kujala, Teija et al. · indexed
331. Assessing the Impact of a Virtual Reality Cognitive Intervention on Tennis Performance in Junior Tennis Players: a Pilot Study (Preprint) ↗ · 2024 · Anguera, Joaquin Alberto et al. · indexed
332. Computer-Based Attention Training in the Schools for Children With Attention Deficit/Hyperactivity Disorder: A Preliminary Trial ↗ · 2011 · Steiner, Naomi J. et al. · indexed
333. A Study on Small-Scale Snake Image Classification Based on Improved SimCLR ↗ · 2025 · Li, Lingyan et al. · indexed
334. Applying a Specific Warm-Up on Basketball Performance: The Basket-Up Approach ↗ · 2024 · Cerrillo-Sanchis, Julia et al. · indexed
335. Recent advancement in breast cancer treatment using CAR T cell therapy:- A review ↗ · 2023 · Dey, Anuvab et al. · indexed
336. AI-powered ransomware prediction and prevention for industrial control systems (ICS) ↗ · 2026 · Ali, Luqman · indexed